Feature and classification vectors

Joining, by = "property"



Outer products

Call:
lm(formula = mean ~ mode_1 + mode_2 + mode_3 + mode_4 + mode_5 +
mode_6, data = d_reg)
Residuals:
Min 1Q Median 3Q Max
-0.45854 -0.11041 -0.00305 0.11604 0.70238
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 1.066e-17 1.328e-02 0.000 1.000000
mode_1 1.015e+00 1.782e-01 5.692 5.27e-08 ***
mode_2 6.187e-01 1.782e-01 3.471 0.000654 ***
mode_3 2.375e-02 1.782e-01 0.133 0.894153
mode_4 -2.688e-01 1.782e-01 -1.508 0.133315
mode_5 1.476e-01 1.782e-01 0.828 0.408630
mode_6 -2.129e-01 1.782e-01 -1.194 0.233979
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 0.1782 on 173 degrees of freedom
Multiple R-squared: 0.2202, Adjusted R-squared: 0.1932
F-statistic: 8.143 on 6 and 173 DF, p-value: 9.206e-08
Analysis of Variance Table
Model 1: mean ~ mode_1
Model 2: mean ~ mode_1 + mode_2
Model 3: mean ~ mode_1 + mode_2 + mode_3
Model 4: mean ~ mode_1 + mode_2 + mode_3 + mode_4
Model 5: mean ~ mode_1 + mode_2 + mode_3 + mode_4 + mode_5
Model 6: mean ~ mode_1 + mode_2 + mode_3 + mode_4 + mode_5 + mode_6
Res.Df RSS Df Sum of Sq F Pr(>F)
1 178 6.0186
2 177 5.6357 1 0.38283 12.0509 0.0006538 ***
3 176 5.6352 1 0.00056 0.0178 0.8941526
4 175 5.5629 1 0.07227 2.2748 0.1333145
5 174 5.5411 1 0.02180 0.6861 0.4086299
6 173 5.4958 1 0.04531 1.4265 0.2339788
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
| mode_1 |
1.789 |
1.015 |
0.178 |
5.692 |
0.000 |
*** |
| mode_2 |
1.530 |
0.619 |
0.178 |
3.471 |
0.001 |
*** |
| mode_3 |
0.930 |
0.024 |
0.178 |
0.133 |
0.894 |
n.s. |
| mode_4 |
0.468 |
-0.269 |
0.178 |
-1.508 |
0.133 |
n.s. |
| mode_5 |
0.351 |
0.148 |
0.178 |
0.828 |
0.409 |
n.s. |
| mode_6 |
0.327 |
-0.213 |
0.178 |
-1.194 |
0.234 |
n.s. |
Plotting properties in 2D spaces
Joining, by = "property"

Joining, by = "property"

Joining, by = "property"

Plotting items in 2D spaces



---
title: "Exploration with SVD"
output: html_notebook
---

```{r, include = F}
# FOR OLDER KIDS
# first run cogsci2018_dimkid.Rmd
# get means by character by capacity for old cohort
d_79_mean <- d_old %>%
  group_by(character, capacity) %>%
  summarise(mean = mean(responseNum)) %>%
  ungroup() %>%
  group_by(character) %>%
  mutate(cap_mean = mean(mean),
         mean_cent = mean - cap_mean) %>%
  ungroup() %>%
  select(character, capacity, mean_cent) %>%
  spread(character, mean_cent) %>%
  remove_rownames() %>%
  data.frame() %>%
  column_to_rownames("capacity")

# FOR ADULTS (PNAS STUDY 4)
# ... oriented like Saxe et al.
# d_adult_mean <- read.csv("https://osf.io/kdzge/download") %>%
#   select(subid, condition, happy:pride) %>%
#   gather(capacity, response, -subid, -condition) %>%
#   group_by(condition, capacity) %>%
#   summarise(mean = mean(response, na.rm = T)) %>%
#   ungroup() %>%
#   group_by(condition) %>%
#   mutate(cap_mean = mean(mean),
#          mean_cent = mean - cap_mean) %>%
#   ungroup() %>%
#   select(condition, capacity, mean_cent) %>%
#   spread(condition, mean_cent) %>%
#   remove_rownames() %>%
#   data.frame() %>%
#   column_to_rownames("capacity")

# ... oriented like Jay
# d_adult_mean <- read.csv("https://osf.io/kdzge/download") %>%
#   select(subid, condition, happy:pride) %>%
#   gather(capacity, response, -subid, -condition) %>%
#   group_by(condition, capacity) %>%
#   summarise(mean = mean(response, na.rm = T)) %>%
#   ungroup() %>%
#   group_by(capacity) %>%
#   mutate(cond_mean = mean(mean),
#          mean_cent = mean - cond_mean) %>%
#   ungroup() %>%
#   select(condition, capacity, mean_cent) %>%
#   spread(capacity, mean_cent) %>%
#   remove_rownames() %>%
#   data.frame() %>%
#   column_to_rownames("condition")

# set base
d_base_mean <- d_79_mean
# d_base_mean <- d_adult_mean

# check zero-centering
max(abs(colMeans(d_base_mean)))
max(abs(rowMeans(d_base_mean)))

# set scale limits
scale_lim <- c(min(d_base_mean) + 0.25, max(d_base_mean) + 0.25)

# get item and property names
item_names <- names(d_base_mean)
property_names <- rownames(d_base_mean)

# do efa
efa_factors <- data.frame(property = property_names) %>%
  mutate(factor =
           ifelse(property %in% c("hunger", "hungry",
                                  "pain",
                                  "fatigue", "tired",
                                  "fear",
                                  "pleasure",
                                  "free_will",
                                  "conscious",
                                  "safe",
                                  "desires",
                                  "nausea", "nauseated",
                                  "calm",
                                  "anger", "angry",
                                  "intentions",
                                  "awareness", "self_aware"),
                  "BODY",
                  ifelse(property %in% c("embarrassment", "embarrassed",
                                         "pride",
                                         "love",
                                         "guilt",
                                         "beliefs",
                                         "hurt_feelings", "disrespected",
                                         "sadness", "depressed",
                                         "emo_recog",
                                         "joy",
                                         "personality",
                                         "happiness", "happy",
                                         "morality",
                                         "self_restraint",
                                         "thoughts"),
                         "HEART",
                         ifelse(property %in% c("memory", "remembering",
                                                "recognizing",
                                                "temperature",
                                                "communicating",
                                                "seeing",
                                                "depth",
                                                "sounds",
                                                "goal",
                                                "choice", "choices",
                                                "figuring_out",
                                                "reasoning",
                                                "smell", "odors",
                                                "computations"),
                                "MIND",
                                NA))))

# efa_factors <- data.frame(item = item_names) %>%
#   mutate(factor =
#            ifelse(item %in% c("hunger", "hungry",
#                                   "pain",
#                                   "fatigue", "tired",
#                                   "fear",
#                                   "pleasure",
#                                   "free_will",
#                                   "conscious",
#                                   "safe",
#                                   "desires",
#                                   "nausea", "nauseated",
#                                   "calm",
#                                   "anger", "angry",
#                                   "intentions",
#                                   "awareness", "self_aware"),
#                   "BODY",
#                   ifelse(item %in% c("embarrassment", "embarrassed",
#                                          "pride",
#                                          "love",
#                                          "guilt",
#                                          "beliefs",
#                                          "hurt_feelings", "disrespected",
#                                          "sadness", "depressed",
#                                          "emo_recog",
#                                          "joy",
#                                          "personality",
#                                          "happiness", "happy",
#                                          "morality",
#                                          "self_restraint",
#                                          "thoughts"),
#                          "HEART",
#                          ifelse(item %in% c("memory", "remembering",
#                                                 "recognizing",
#                                                 "temperature",
#                                                 "communicating",
#                                                 "seeing",
#                                                 "depth",
#                                                 "sounds",
#                                                 "goal",
#                                                 "choice", "choices",
#                                                 "figuring_out",
#                                                 "reasoning",
#                                                 "smell", "odors",
#                                                 "computations"),
#                                 "MIND",
#                                 NA))))

# efa_factors <- psych::fa(t(d_base_mean), 3, rotate = "varimax")$loadings[] %>%
#   data.frame() %>%
#   rownames_to_column("property") %>%
#   gather(factor, loading, -property) %>%
#   group_by(property) %>%
#   top_n(1, abs(loading)) %>%
#   mutate(factor = factor(factor, 
#                          levels = c("MR3", "MR1", "MR2"),
#                          labels = c("BODY", "HEART", "MIND")))
```

# Feature and classification vectors

```{r, include = F}
# do svd for old cohort (get N modes)
svd_base <- svd(d_base_mean, 6, 6)
# svd_base <- svd(d_base_mean, 4, 4)
# svd_base <- svd(d_base_mean, 6, 2)
u_old <- svd_base$u
s_old <- svd_base$d
v_old <- svd_base$v
```

```{r, fig.width = 4, fig.asp = 0.8}
# visualize feature vectors (u)
ggplot(data.frame(u_old) %>%
         mutate(X1 = X1 * s_old[1],
                X2 = X2 * s_old[2],
                X3 = X3 * s_old[3],
                X4 = X4 * s_old[4],
                X5 = X5 * s_old[5],
                X6 = X6 * s_old[6]) %>%
         rownames_to_column("property") %>%
         arrange(desc(abs(X1)), desc(abs(X2)), 
                 desc(abs(X3)), desc(abs(X4))) %>%
         mutate(order = 1:nrow(.)) %>%
         gather(mode, value, -property, -order) %>%
         mutate(mode = gsub("X", "", mode)) %>%
         mutate_at(vars(property, mode), funs(as.numeric)) %>%
         mutate(mode = factor(mode, labels = c("mode_1", "mode_2", 
                                               "mode_3", "mode_4",
                                               "mode_5", "mode_6")),
                property = factor(property, labels = property_names)),
       aes(x = mode, y = reorder(property, desc(order)),
           fill = value)) + 
  geom_tile(color = "black") +
  geom_text(aes(label = format(round(value, 2), nsmall = 2)), size = 3) +
  scale_fill_distiller(type = "div", palette = "RdBu") +
  theme_minimal() +
  labs(title = "U * S: Feature vectors multiplied by singular value (by mode)",
       x = "mode",
       y = "property")
```

```{r, fig.width = 6, fig.asp = 2.5}
# alternative visualization of feature vectors (u)
data.frame(u_old) %>%
  mutate(X1 = X1 * s_old[1],
         X2 = X2 * s_old[2],
         X3 = X3 * s_old[3],
         X4 = X4 * s_old[4],
         X5 = X5 * s_old[5],
         X6 = X6 * s_old[6]) %>%
  rownames_to_column("property") %>%
  arrange(desc(abs(X1)), desc(abs(X2)), 
          desc(abs(X3)), desc(abs(X4)),
          desc(abs(X5)), desc(abs(X6))) %>%
  mutate(order = 1:nrow(.)) %>%
  gather(mode, value, -property, -order) %>%
  mutate(mode = gsub("X", "", mode)) %>%
  mutate_at(vars(property, mode), funs(as.numeric)) %>%
  mutate(mode = factor(mode, labels = c("mode_1", "mode_2", 
                                        "mode_3", "mode_4",
                                        "mode_5", "mode_6")),
         property = factor(property, labels = property_names)) %>%
  full_join(efa_factors %>% select(property, factor)) %>%
  ggplot(aes(x = mode, y = value, label = property, color = factor)) +
  geom_hline(yintercept = 0, lty = 2) +
  geom_point() +
  ggrepel::geom_text_repel(size = 3, segment.size = 0.1) + #, direction = "x") +
  # geom_text(size = 2, position = position_nudge(x = 0.06), hjust = 0) +
  scale_color_brewer(palette = "Set1") +
  theme_minimal() +
  labs(title = "U * S: Feature vectors multiplied by singular value (by mode)",
       x = "mode",
       y = "U-vector value * singular value")
```

```{r, fig.width = 4, fig.asp = 0.6}
# visualize classifier vectors (v)
ggplot(data.frame(v_old) %>%
         mutate(X1 = X1 * s_old[1],
                X2 = X2 * s_old[2],
                X3 = X3 * s_old[3],
                X4 = X4 * s_old[4],
                X5 = X5 * s_old[5],
                X6 = X6 * s_old[6]) %>%
         rownames_to_column("item") %>%
         arrange(desc(abs(X1)), desc(abs(X2)), 
                 desc(abs(X3)), desc(abs(X4)),
                 desc(abs(X5)), desc(abs(X6))) %>%
         mutate(order = 1:nrow(.)) %>%
         gather(mode, value, -item, -order) %>%
         mutate(mode = gsub("X", "", mode)) %>%
         mutate_at(vars(item, mode), funs(as.numeric)) %>%
         mutate(mode = factor(mode, labels = c("mode_1", "mode_2", 
                                               "mode_3", "mode_4",
                                               "mode_5", "mode_6")),
                item = factor(item, labels = item_names)),
       aes(x = mode, y = reorder(item, desc(order)),
           fill = value)) + 
  geom_tile(color = "black") +
  geom_text(aes(label = format(round(value, 2), nsmall = 2)), size = 3) +
  scale_fill_distiller(type = "div", palette = "RdBu") +
  theme_minimal() +
  labs(title = "V * S: Classification vectors multiplied by singular value (by mode)",
       x = "mode",
       y = "item")
```

```{r, fig.width = 6, fig.asp = 1}
# alternative visualization of feature vectors (u)
data.frame(v_old) %>%
  mutate(X1 = X1 * s_old[1],
         X2 = X2 * s_old[2],
         X3 = X3 * s_old[3],
         X4 = X4 * s_old[4],
         X5 = X5 * s_old[5],
         X6 = X6 * s_old[6]) %>%
  rownames_to_column("item") %>%
  arrange(desc(abs(X1)), desc(abs(X2)),
          desc(abs(X3)), desc(abs(X4)),
          desc(abs(X5)), desc(abs(X6))) %>%
  mutate(order = 1:nrow(.)) %>%
  gather(mode, value, -item, -order) %>%
  mutate(mode = gsub("X", "", mode)) %>%
  mutate_at(vars(item, mode), funs(as.numeric)) %>%
  mutate(mode = factor(mode, labels = c("mode_1", "mode_2",
                                        "mode_3", "mode_4",
                                        "mode_5", "mode_6")),
         item = factor(item, labels = item_names)) %>%
  # full_join(efa_factors %>% select(item, factor)) %>%
  ggplot(aes(x = mode, y = value, label = item)) + # , color = factor)) +
  geom_hline(yintercept = 0, lty = 2) +
  geom_point() +
  ggrepel::geom_text_repel(size = 3, segment.size = 0.1) + #, direction = "x") +
  # geom_text(size = 2, position = position_nudge(x = 0.06), hjust = 0) +
  scale_color_brewer(palette = "Set1") +
  theme_minimal() +
  labs(title = "V * S: Feature vectors multiplied by singular value (by mode)",
       x = "mode",
       y = "V-vector value * singular value")
```

# Outer products

```{r}
# OUTER PRODUCTS * SINGULAR VALUE -----
# calculate outer products, multiply by singular value
m_d1 <- outer(u_old[,1], v_old[,1]) * s_old[1]
m_d2 <- outer(u_old[,2], v_old[,2]) * s_old[2]
m_d3 <- outer(u_old[,3], v_old[,3]) * s_old[3]
m_d4 <- outer(u_old[,4], v_old[,4]) * s_old[4]
m_d5 <- outer(u_old[,5], v_old[,5]) * s_old[5]
m_d6 <- outer(u_old[,6], v_old[,6]) * s_old[6]

# add together
m_sum <- m_d1 + m_d2 + m_d3 + m_d4 + m_d5 + m_d6
m_diff <- as.matrix(d_base_mean) - m_sum
```

```{r, fig.width = 8, fig.asp = 2}
# ggplot(data.frame(m_d1) %>%
#          rownames_to_column("property") %>%
#          gather(item, value, -property) %>%
#          mutate(item = gsub("X", "", item)) %>%
#          mutate_at(vars(property, item), funs(as.numeric)) %>%
#          mutate(item = factor(item, labels = item_names),
#                 property = factor(property, labels = property_names)),
#        aes(x = item, y = property,
#            # x = reorder(item, value), y = reorder(property, value), 
#            fill = value)) + 
#   geom_tile(color = "black") +
#   geom_text(aes(label = format(round(value, 2), nsmall = 2)), size = 3) +
#   scale_fill_distiller(type = "div", 
#                        limits = scale_lim,
#                        palette = "PRGn") +
#   theme_minimal() +
#   theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
#   labs(title = "Mode 1: outer product * singular value matrix",
#        x = "item",
#        y = "property")
# 
# ggplot(data.frame(m_d2) %>%
#          rownames_to_column("property") %>%
#          gather(item, value, -property) %>%
#          mutate(item = gsub("X", "", item)) %>%
#          mutate_at(vars(property, item), funs(as.numeric)) %>%
#          mutate(item = factor(item, labels = item_names),
#                 property = factor(property, labels = property_names)),
#        aes(x = item, y = property,
#          # x = reorder(item, value), y = reorder(property, value), 
#          fill = value)) + 
#   geom_tile(color = "black") +
#   geom_text(aes(label = format(round(value, 2), nsmall = 2)), size = 3) +
#   scale_fill_distiller(type = "div", 
#                        limits = scale_lim,
#                        palette = "PRGn") +
#   theme_minimal() +
#   theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
#   labs(title = "Mode 2: outer product * singular value matrix",
#        x = "item",
#        y = "property")
# 
# ggplot(data.frame(m_d3) %>%
#          rownames_to_column("property") %>%
#          gather(item, value, -property) %>%
#          mutate(item = gsub("X", "", item)) %>%
#          mutate_at(vars(property, item), funs(as.numeric)) %>%
#          mutate(item = factor(item, labels = item_names),
#                 property = factor(property, labels = property_names)),
#        aes(x = item, y = property,
#          # x = reorder(item, value), y = reorder(property, value), 
#          fill = value)) + 
#   geom_tile(color = "black") +
#   geom_text(aes(label = format(round(value, 2), nsmall = 2)), size = 3) +
#   scale_fill_distiller(type = "div", 
#                        limits = scale_lim,
#                        palette = "PRGn") +
#   theme_minimal() +
#   theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
#   labs(title = "Mode 3: outer product * singular value matrix",
#        x = "item",
#        y = "property")
# 
# ggplot(data.frame(m_d4) %>%
#          rownames_to_column("property") %>%
#          gather(item, value, -property) %>%
#          mutate(item = gsub("X", "", item)) %>%
#          mutate_at(vars(property, item), funs(as.numeric)) %>%
#          mutate(item = factor(item, labels = item_names),
#                 property = factor(property, labels = property_names)),
#        aes(x = item, y = property,
#          # x = reorder(item, value), y = reorder(property, value), 
#          fill = value)) + 
#   geom_tile(color = "black") +
#   geom_text(aes(label = format(round(value, 2), nsmall = 2)), size = 3) +
#   scale_fill_distiller(type = "div", 
#                        limits = scale_lim,
#                        palette = "PRGn") +
#   theme_minimal() +
#   theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
#   labs(title = "Mode 4: outer product * singular value matrix",
#        x = "item",
#        y = "property")

g_actual <- ggplot(data.frame(d_base_mean) %>%
                     rownames_to_column("property") %>%
                     gather(item, value, -property) %>%
                     mutate(item = factor(item, levels = item_names),
                            property = factor(property, 
                                              levels = property_names)),
                   aes(x = item, y = property,
                       # x = reorder(item, value), y = reorder(property, value),
                       fill = value)) +
  geom_tile(color = "black") +
  geom_text(aes(label = format(round(value, 2), nsmall = 2)), size = 3) +
  scale_fill_distiller(type = "div", 
                       # limits = scale_lim,
                       limits = c(-1, 1),
                       palette = "PRGn") +
  theme_minimal() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
  labs(title = "Actual data",
       x = "item",
       y = "property")

g_lincomb <- ggplot(data.frame(m_sum) %>%
                      rownames_to_column("property") %>%
                      gather(item, value, -property) %>%
                      mutate(item = gsub("X", "", item)) %>%
                      mutate_at(vars(property, item), funs(as.numeric)) %>%
                      mutate(item = factor(item, labels = item_names),
                             property = factor(property, 
                                               labels = property_names)),
                    aes(x = item, y = property,
                        # x = reorder(item, value), 
                        # y = reorder(property, value),
                        fill = value)) +
  geom_tile(color = "black") +
  geom_text(aes(label = format(round(value, 2), nsmall = 2)), size = 3) +
  scale_fill_distiller(type = "div", 
                       # limits = scale_lim,
                       limits = c(-1, 1),
                       palette = "PRGn") +
  theme_minimal() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
  labs(title = "Linear combination of all modes",
       x = "item",
       y = "property")

g_diff <- ggplot(data.frame(m_diff) %>%
                   rownames_to_column("property") %>%
                   gather(item, value, -property) %>%
                   mutate(item = gsub("X", "", item)) %>%
                   mutate_at(vars(property, item), 
                             funs(. %>% factor %>% as.numeric)) %>%
                   mutate(item = factor(item, labels = item_names),
                          property = factor(property, labels = property_names)),
                 aes(x = item, y = property,
                     # x = reorder(item, value), y = reorder(property, value),
                     fill = value)) + 
  geom_tile(color = "black") +
  geom_text(aes(label = format(round(value, 2), nsmall = 2)), size = 3) +
  scale_fill_distiller(type = "div", 
                       # limits = scale_lim,
                       limits = c(-1, 1),
                       palette = "PRGn") +
  theme_minimal() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
  labs(title = "Difference: data - linear combination of modes",
       x = "item",
       y = "property")

cowplot::plot_grid(g_actual, g_lincomb, g_diff, ncol = 1)
```

```{r}
# REGRESSION -----

# turn everything into vectors
# data
d_base_vec <- d_base_mean %>% 
  rownames_to_column("property") %>%
  gather(item, mean, -property) %>%
  mutate(item = factor(item, labels = item_names),
         property = factor(property, labels = property_names)) %>%
  arrange(item, property) %>%
  select(mean)

# mode_1
mode_1_vec <- outer(u_old[,1], v_old[,1]) %>%
  data.frame() %>%
  rownames_to_column("property") %>%
  gather(item, value, -property) %>%
  mutate(item = gsub("X", "", item)) %>%
  mutate_at(vars(property, item), funs(as.numeric)) %>%
  mutate(item = factor(item, labels = item_names),
         property = factor(property, labels = property_names)) %>%
  arrange(item, property) %>%
  select(value) %>%
  rename(mode_1 = value)

# mode_2
mode_2_vec <- outer(u_old[,2], v_old[,2]) %>%
  data.frame() %>%
  rownames_to_column("property") %>%
  gather(item, value, -property) %>%
  mutate(item = gsub("X", "", item)) %>%
  mutate_at(vars(property, item), funs(as.numeric)) %>%
  mutate(item = factor(item, labels = item_names),
         property = factor(property, labels = property_names)) %>%
  arrange(item, property) %>%
  select(value) %>%
  rename(mode_2 = value)

# mode_3
mode_3_vec <- outer(u_old[,3], v_old[,3]) %>%
  data.frame() %>%
  rownames_to_column("property") %>%
  gather(item, value, -property) %>%
  mutate(item = gsub("X", "", item)) %>%
  mutate_at(vars(property, item), funs(as.numeric)) %>%
  mutate(item = factor(item, labels = item_names),
         property = factor(property, labels = property_names)) %>%
  arrange(item, property) %>%
  select(value) %>%
  rename(mode_3 = value)

# mode_4
mode_4_vec <- outer(u_old[,4], v_old[,4]) %>%
  data.frame() %>%
  rownames_to_column("property") %>%
  gather(item, value, -property) %>%
  mutate(item = gsub("X", "", item)) %>%
  mutate_at(vars(property, item), funs(as.numeric)) %>%
  mutate(item = factor(item, labels = item_names),
         property = factor(property, labels = property_names)) %>%
  arrange(item, property) %>%
  select(value) %>%
  rename(mode_4 = value)

# mode_5
mode_5_vec <- outer(u_old[,5], v_old[,5]) %>%
  data.frame() %>%
  rownames_to_column("property") %>%
  gather(item, value, -property) %>%
  mutate(item = gsub("X", "", item)) %>%
  mutate_at(vars(property, item), funs(as.numeric)) %>%
  mutate(item = factor(item, labels = item_names),
         property = factor(property, labels = property_names)) %>%
  arrange(item, property) %>%
  select(value) %>%
  rename(mode_5 = value)

# mode_6
mode_6_vec <- outer(u_old[,6], v_old[,6]) %>%
  data.frame() %>%
  rownames_to_column("property") %>%
  gather(item, value, -property) %>%
  mutate(item = gsub("X", "", item)) %>%
  mutate_at(vars(property, item), funs(as.numeric)) %>%
  mutate(item = factor(item, labels = item_names),
         property = factor(property, labels = property_names)) %>%
  arrange(item, property) %>%
  select(value) %>%
  rename(mode_6 = value)

# combine
d_reg <- cbind(d_base_vec, 
               mode_1_vec, mode_2_vec, mode_3_vec, mode_4_vec,
               mode_5_vec, mode_6_vec)

# regression
r1 <- lm(mean ~ mode_1, d_reg); #summary(r1)
# r2 <- lm(mean ~ mode_2, d_reg); #summary(r2)
# r3 <- lm(mean ~ mode_3, d_reg); #summary(r3)
# r4 <- lm(mean ~ mode_4, d_reg); #summary(r4)
r12 <- lm(mean ~ mode_1 + mode_2, d_reg); #summary(r12)
r123 <- lm(mean ~ mode_1 + mode_2 + mode_3, d_reg); #summary(r123)
r1234 <- lm(mean ~ mode_1 + mode_2 + mode_3 + mode_4, d_reg); #summary(r1234)
r12345 <- lm(mean ~ mode_1 + mode_2 + mode_3 + mode_4 + mode_5, d_reg); #summary(r12345)
# r1234_0 <- lm(mean ~ 0 + mode_1 + mode_2 + mode_3 + mode_4, d_reg); summary(r1234_0)
r123456 <- lm(mean ~ mode_1 + mode_2 + mode_3 + mode_4 + mode_5 + mode_6, 
              d_reg); summary(r123456)
```

```{r}
anova(r1, r12, r123, r1234, r12345, r123456)
```

```{r, results = "as.is"}
summary(r123456)$coefficients %>%
  data.frame() %>%
  rownames_to_column("parameter") %>%
  mutate(SV = c(NA, s_old[1:6])) %>%
  rename(beta = Estimate,
         beta_se = Std..Error,
         beta_t = t.value,
         beta_p = Pr...t..) %>%
  mutate(signif = ifelse(beta_p < 0.001, "***",
                         ifelse(beta_p < 0.01, "**",
                                ifelse(beta_p < 0.05, "*",
                                       "n.s.")))) %>%
  filter(grepl("mode", parameter)) %>%
  select(parameter, SV, starts_with("beta"), signif) %>%
  knitr::kable(digits = 3)
```

# Plotting properties in 2D spaces

```{r, fig.width = 6, fig.asp = 0.6}
data.frame(u_old) %>%
  mutate(X1 = X1 * s_old[1],
         X2 = X2 * s_old[2],
         X3 = X3 * s_old[3],
         X4 = X4 * s_old[4],
         X5 = X5 * s_old[5],
         X6 = X6 * s_old[6]) %>%
  rownames_to_column("property") %>%
  arrange(desc(abs(X1)), desc(abs(X2)), 
          desc(abs(X3)), desc(abs(X4)),
          desc(abs(X5)), desc(abs(X6))) %>%
  mutate(order = 1:nrow(.)) %>%
  gather(mode, value, -property, -order) %>%
  mutate(mode = gsub("X", "", mode)) %>%
  mutate_at(vars(property, mode), funs(as.numeric)) %>%
  mutate(mode = factor(mode, labels = c("mode_1", "mode_2", 
                                        "mode_3", "mode_4",
                                        "mode_5", "mode_6")),
         property = factor(property, labels = property_names)) %>%
  full_join(efa_factors %>% select(property, factor)) %>%
  spread(mode, value) %>%
  ggplot(aes(x = mode_1, y = mode_2, color = factor, 
             label = property)) +
  geom_text() +
  scale_color_brewer(palette = "Set1") +
  theme_minimal() +
  coord_fixed() +
  scale_x_continuous(breaks = 
                       seq(-10, 10,
                           by = round((scale_lim[2] - scale_lim[1])/4, 2)),
                     expand = c(0.25, 0.25)) +
  scale_y_continuous(breaks = 
                       seq(-10, 10,
                           by = round((scale_lim[2] - scale_lim[1])/4, 2))) +  labs(title = "properties in 2D space: modes 1 & 2",
       x = "mode 1", y = "mode 2")

data.frame(u_old) %>%
  mutate(X1 = X1 * s_old[1],
         X2 = X2 * s_old[2],
         X3 = X3 * s_old[3],
         X4 = X4 * s_old[4],
         X5 = X5 * s_old[5],
         X6 = X6 * s_old[6]) %>%
  rownames_to_column("property") %>%
  arrange(desc(abs(X1)), desc(abs(X2)), 
          desc(abs(X3)), desc(abs(X4)),
          desc(abs(X5)), desc(abs(X6))) %>%
  mutate(order = 1:nrow(.)) %>%
  gather(mode, value, -property, -order) %>%
  mutate(mode = gsub("X", "", mode)) %>%
  mutate_at(vars(property, mode), funs(as.numeric)) %>%
  mutate(mode = factor(mode, labels = c("mode_1", "mode_2", 
                                        "mode_3", "mode_4",
                                        "mode_5", "mode_6")),
         property = factor(property, labels = property_names)) %>%
  full_join(efa_factors %>% select(property, factor)) %>%
  spread(mode, value) %>%
  ggplot(aes(x = mode_1, y = mode_3, color = factor, label = property)) +
  geom_text() +
  scale_color_brewer(palette = "Set1") +
  theme_minimal() +
  coord_fixed() +
  scale_x_continuous(breaks = 
                       seq(-10, 10,
                           by = round((scale_lim[2] - scale_lim[1])/4, 2)),
                     expand = c(0.25, 0.25)) +
  scale_y_continuous(breaks = 
                       seq(-10, 10,
                           by = round((scale_lim[2] - scale_lim[1])/4, 2))) +  labs(title = "properties in 2D space: modes 1 & 3",
       x = "mode 1", y = "mode 3")

data.frame(u_old) %>%
  mutate(X1 = X1 * s_old[1],
         X2 = X2 * s_old[2],
         X3 = X3 * s_old[3],
         X4 = X4 * s_old[4],
         X5 = X5 * s_old[5],
         X6 = X6 * s_old[6]) %>%
  rownames_to_column("property") %>%
  arrange(desc(abs(X1)), desc(abs(X2)), 
          desc(abs(X3)), desc(abs(X4)),
          desc(abs(X5)), desc(abs(X6))) %>%
  mutate(order = 1:nrow(.)) %>%
  gather(mode, value, -property, -order) %>%
  mutate(mode = gsub("X", "", mode)) %>%
  mutate_at(vars(property, mode), funs(as.numeric)) %>%
  mutate(mode = factor(mode, labels = c("mode_1", "mode_2", 
                                        "mode_3", "mode_4",
                                        "mode_5", "mode_6")),
         property = factor(property, labels = property_names)) %>%
  full_join(efa_factors %>% select(property, factor)) %>%
  spread(mode, value) %>%
  ggplot(aes(x = mode_2, y = mode_3, color = factor, label = property)) +
  geom_text() +
  scale_color_brewer(palette = "Set1") +
  theme_minimal() +
  coord_fixed() +
  scale_x_continuous(breaks = 
                       seq(-10, 10,
                           by = round((scale_lim[2] - scale_lim[1])/4, 2)),
                     expand = c(0.25, 0.25)) +
  scale_y_continuous(breaks = 
                       seq(-10, 10,
                           by = round((scale_lim[2] - scale_lim[1])/4, 2))) +
  labs(title = "properties in 2D space: modes 2 & 3",
       x = "mode 2", y = "mode 3")
```



# Plotting items in 2D spaces

```{r, fig.width = 6, fig.asp = 0.6}
data.frame(v_old) %>%
  mutate(X1 = X1 * s_old[1],
         X2 = X2 * s_old[2],
         X3 = X3 * s_old[3],
         X4 = X4 * s_old[4],
         X5 = X5 * s_old[5],
         X6 = X6 * s_old[6]) %>%
  rownames_to_column("item") %>%
  arrange(desc(abs(X1)), desc(abs(X2)), 
          desc(abs(X3)), desc(abs(X4)),
          desc(abs(X5)), desc(abs(X6))) %>%
  mutate(order = 1:nrow(.)) %>%
  gather(mode, value, -item, -order) %>%
  mutate(mode = gsub("X", "", mode)) %>%
  mutate_at(vars(item, mode), funs(as.numeric)) %>%
  mutate(mode = factor(mode, labels = c("mode_1", "mode_2", 
                                        "mode_3", "mode_4",
                                        "mode_5", "mode_6")),
         item = factor(item, labels = item_names)) %>%
  spread(mode, value) %>%
  ggplot(aes(x = mode_1, y = mode_2, label = item)) +
  geom_text() +
  theme_minimal() +
  coord_fixed() +
  scale_x_continuous(breaks = 
                       seq(-10, 10,
                           by = round((scale_lim[2] - scale_lim[1])/4, 2)),
                     expand = c(0.25, 0.25)) +
  scale_y_continuous(breaks = 
                       seq(-10, 10,
                           by = round((scale_lim[2] - scale_lim[1])/4, 2))) +  labs(title = "items in 2D space: modes 1 & 2",
       x = "mode 1", y = "mode 2")

data.frame(v_old) %>%
  mutate(X1 = X1 * s_old[1],
         X2 = X2 * s_old[2],
         X3 = X3 * s_old[3],
         X4 = X4 * s_old[4],
         X5 = X5 * s_old[5],
         X6 = X6 * s_old[6]) %>%
  rownames_to_column("item") %>%
  arrange(desc(abs(X1)), desc(abs(X2)), 
          desc(abs(X3)), desc(abs(X4)),
          desc(abs(X5)), desc(abs(X6))) %>%
  mutate(order = 1:nrow(.)) %>%
  gather(mode, value, -item, -order) %>%
  mutate(mode = gsub("X", "", mode)) %>%
  mutate_at(vars(item, mode), funs(as.numeric)) %>%
  mutate(mode = factor(mode, labels = c("mode_1", "mode_2", 
                                        "mode_3", "mode_4",
                                        "mode_5", "mode_6")),
         item = factor(item, labels = item_names)) %>%
  spread(mode, value) %>%
  ggplot(aes(x = mode_1, y = mode_3, label = item)) +
  geom_text() +
  theme_minimal() +
  coord_fixed() +
  scale_x_continuous(breaks = 
                       seq(-10, 10,
                           by = round((scale_lim[2] - scale_lim[1])/4, 2)),
                     expand = c(0.25, 0.25)) +
  scale_y_continuous(breaks = 
                       seq(-10, 10,
                           by = round((scale_lim[2] - scale_lim[1])/4, 2))) +  labs(title = "items in 2D space: modes 1 & 3",
       x = "mode 1", y = "mode 3")

data.frame(v_old) %>%
  mutate(X1 = X1 * s_old[1],
         X2 = X2 * s_old[2],
         X3 = X3 * s_old[3],
         X4 = X4 * s_old[4],
         X5 = X5 * s_old[5],
         X6 = X6 * s_old[6]) %>%
  rownames_to_column("item") %>%
  arrange(desc(abs(X1)), desc(abs(X2)), 
          desc(abs(X3)), desc(abs(X4)),
          desc(abs(X5)), desc(abs(X6))) %>%
  mutate(order = 1:nrow(.)) %>%
  gather(mode, value, -item, -order) %>%
  mutate(mode = gsub("X", "", mode)) %>%
  mutate_at(vars(item, mode), funs(as.numeric)) %>%
  mutate(mode = factor(mode, labels = c("mode_1", "mode_2", 
                                        "mode_3", "mode_4",
                                        "mode_5", "mode_6")),
         item = factor(item, labels = item_names)) %>%
  spread(mode, value) %>%
  ggplot(aes(x = mode_2, y = mode_3, label = item)) +
  geom_text() +
  theme_minimal() +
  coord_fixed() +
  scale_x_continuous(breaks = 
                       seq(-10, 10,
                           by = round((scale_lim[2] - scale_lim[1])/4, 2)),
                     expand = c(0.25, 0.25)) +
  scale_y_continuous(breaks = 
                       seq(-10, 10,
                           by = round((scale_lim[2] - scale_lim[1])/4, 2))) +
  labs(title = "items in 2D space: modes 2 & 3",
       x = "mode 2", y = "mode 3")
```

